Ensemble of sparse classifiers for high-dimensional biological data.

Sunghan Kim Fabien Scalzo Donatello Telesca Xiao Hu

Published in: Int. J. Data Min. Bioinform. (2015)

Keyphrases

biological data
high dimensional
microarray data
ensemble learning
ensemble classifier
high throughput
sparse data
classifier ensemble
training data
molecular biology
training set

low dimensional
feature selection
statistical methods
dimensionality reduction
biological networks
data analysis
systems biology
high dimensionality
decision trees
ensemble methods
protein protein interactions

data sources
machine learning methods
knowledge discovery
nearest neighbor
similarity search
huge volume of data
data integration
data points
data sets
microarray

high dimensional data
biological sequences
feature space
machine learning algorithms
mining graph data
learning algorithm
feature extraction
gene expression
statistical model
data processing